Using a Trained QRF Model via Hugging Face Hub#
This example demonstrates how to download a trained quantile regression forest (QRF) model from Hugging Face Hub and use it to estimate new quantiles. In this scenario, a QRF has been trained with default parameters on a train-test split of the California housing dataset and uploaded to Hugging Face Hub. The model is downloaded, and inference is performed over several quantiles for each instance in the dataset. The estimates are visualized by the latitude and longitude of each instance. The model used is available on Hugging Face Hub here.